M
Michael Niemier
Researcher at University of Notre Dame
Publications - 211
Citations - 4696
Michael Niemier is an academic researcher from University of Notre Dame. The author has contributed to research in topics: Logic gate & CMOS. The author has an hindex of 30, co-authored 194 publications receiving 3449 citations. Previous affiliations of Michael Niemier include Georgia Institute of Technology & University of California, Berkeley.
Papers
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Journal ArticleDOI
Scaling for edge inference of deep neural networks
TL;DR: There are increasing gaps between the computational complexity and energy efficiency required for the continued scaling of deep neural networks and the hardware capacity actually available with current CMOS technology scaling, in situations where edge inference is required.
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Ferroelectric ternary content-addressable memory for one-shot learning
Kai Ni,Xunzhao Yin,Ann Franchesca Laguna,Siddharth Joshi,Stefan Dunkel,Martin Trentzsch,Johannes Müller,Sven Beyer,Michael Niemier,Xiaobo Sharon Hu,Suman Datta +10 more
TL;DR: It is shown that ternary content-addressable memories (TCAMs) can be used as attentional memories, in which the distance between a query vector and each stored entry is computed within the memory itself, thus avoiding data transfer.
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Nanomagnet logic: progress toward system-level integration.
Michael Niemier,Gary H. Bernstein,György Csaba,Aaron Dingler,Xiaobo Sharon Hu,S. Kurtz,Shiliang Liu,Joseph J. Nahas,Wolfgang Porod,M. Siddiq,Edit Varga +10 more
TL;DR: Progress toward complete and reliable NML systems is reviewed and fundamental characteristics a device must possess if it is to be used in a digital system are reviewed.
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On-Chip Clocking for Nanomagnet Logic Devices
TL;DR: In this article, the first demonstration of deterministically placed quantum-dot cellular automata (QCA) devices is presented, where devices are controlled by on-chip local fields.
Journal ArticleDOI
Problems in designing with QCAs: Layout = Timing
Michael Niemier,Peter M. Kogge +1 more
TL;DR: The design of dataow components for a simple microprocessor being designed exclusively in QCA are discussed and problems associated with initial designs and enumerated solutions to these problems are explained.